Learning Single Camera Depth Estimation using Dual-Pixels

Deep learning techniques have enabled rapid progress in monocular depth estimation, but their quality is limited by the ill-posed nature of the problem and the scarcity of high quality datasets. We estimate depth from a single camera by leveraging the dual-pixel auto-focus hardware that is increasin...

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Hauptverfasser:	Garg, Rahul, Wadhwa, Neal, Ansari, Sameer, Barron, Jonathan T
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning
Online-Zugang:	Volltext bestellen
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